Franziska Klügl
Professor
AASS Research Center
School of Science and Technology
Örebro University
70182 Örebro, Sweden
Room: No Room Available
Phone: No Phone Number Available
Email: No Email Address Available
Publications
| [1] | F. Klügl. Agent-Based Simulation Engineering. [ BibTeX | DiVA | PDF ] |
| [2] | A. M. Uhrmacher, P. Frazier, R. Hähnle, F. Klügl, F. Lorig, B. Ludäscher, L. Nenzi, C. Ruiz-Martin, B. Rumpe, C. Szabo, G. Wainer and P. Wilsdorf. Context, Composition, Automation, and Communication : The C2AC Roadmap for Modeling and Simulation. ACM Transactions on Modeling and Computer Simulation, 34(4):1-51, 2024 [ BibTeX | DiVA ] |
| [3] | F. Klügl and H. Kyvik Nord\aas. Double whammy? Trade and automation in engineering services. Review of International Economics, 32(4):1493-1520, 2024 [ BibTeX | DiVA ] |
| [4] | H. Banaee, F. Klügl, F. Novakazi and S. Lowry. Intention Recognition and Communication for Human-Robot Collaboration. In CEUR Workshop Proceedings, 3825:101-108, 2024 [ BibTeX | DiVA ] |
| [5] | S. Timpf and F. Klügl. Modelling Affordances as Emergent Phenomena (Short Paper). In 12th International Conference on Geographic Information Science (GIScience 2023), pages 72:1-72:6, 2023 [ BibTeX | DiVA | PDF ] |
| [6] | F. Klügl and H. Kyvik Nord\aas. Modelling Agent Decision Making in Agent-based Simulation - Analysis Using an Economic Technology Uptake Model. In Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, AAMAS '23, 2023-May:1903-1911, 2023 [ BibTeX | DiVA | PDF ] |
| [7] | S. S. V. Kalidindi, H. Banaee, F. Klügl and A. Loutfi. A Context-aware Predictive model to Optimize Energy Consumption in Residential Buildings. 2022 [ BibTeX | DiVA | PDF ] |
| [8] | S. Blad, M. Längkvist, F. Klügl and A. Loutfi. Empirical analysis of the convergence of Double DQN in relation to reward sparsity. In 21st IEEE International Conference on Machine Learning and Applications. ICMLA 2022 : Proceedings, pages 591-596, 2022 [ BibTeX | DiVA ] |
| [9] | F. Klügl and A. L. C. Bazzan. Accelerating route choice learning with experience sharing in a commuting scenario : An agent-based approach. AI Communications, 34(1):105-119, 2021 [ BibTeX | DiVA ] |
| [10] | M. Lujak, I. Dusparic, F. Klügl and G. Vizzari. Agents in Traffic and Transportation (ATT 2020) : [Special Issue Editorial]. AI Communications, 34(1):1-3, 2021 [ BibTeX | DiVA ] |
| [11] | H. Kyvik Nord\aas and F. Klügl. Drivers of Automation and Consequences for Jobs in Engineering Services : An Agent-Based Modelling Approach. Frontiers in Robotics and AI, 8, 2021 [ BibTeX | DiVA ] |
| [12] | F. Klügl and S. Timpf. Towards More Explicit Interaction Modelling in Agent-Based Simulation Using Affordance Schemata. In KI 2021: Advances in Artificial Intelligence : 44th German Conference on AI, Virtual Event, September 27 – October 1, 2021, Proceedings, pages 324-337, 2021 [ BibTeX | DiVA ] |
| [13] | A. L. C. Bazzan and F. Klügl. Experience Sharing in a Traffic Scenario. In ATT2020 Agents in Traffic and Transportation : Eleventh International Workshop on Agents in Traffic and Transportation co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020) Santiago de Compostela, Spain, September 4, 2020., pages 71-78, 2020 [ BibTeX | DiVA | PDF ] |
| [14] | F. Klügl. Multiagentensysteme. In Handbuch der Künstlichen Intelligenz, pages 755-782, 2020 [ BibTeX | DiVA ] |
| [15] | F. Klügl and H. Kyvik Nord\aas. Cross-border data flows and AI adoption : Agent-based model simulations. Structural Change and Economic Dynamics, 75:676-688, 2025 [ BibTeX | DiVA ] |
| [16] | F. Klügl and S. Timpf. Approaching Interactions in Agent-Based Modelling with an Affordance Perspective. In Engineering Multi-Agent Systems, pages 21-37, 2018 [ BibTeX | DiVA ] |
| [17] | S. Shahin Moghadam, F. Klügl and F. Prenkert. Investigating the Cannibalizing Effect in a Two-Market Situation Using Agent-Based Simulation. , 51:2:115-120, 2018 [ BibTeX | DiVA ] |
| [18] | S. Shahin Moghadam, F. Prenkert and F. Klügl. Role and Position Dynamics in Business Networks : Using an Agent-Based Model to Simulate the Impact of a New Market Solution on a Focal Actor’s Role and Position. 2018 [ BibTeX | DiVA ] |
| [19] | J. Renoux and F. Klügl. Simulating Daily Activities in a Smart Home for Data Generation. In 2018 Winter Simulation Conference (WSC), pages 798-809, 2018 [ BibTeX | DiVA ] |
| [20] | M. Alirezaie, A. Kiselev, M. Längkvist, F. Klügl and A. Loutfi. An Ontology-Based Reasoning Framework for Querying Satellite Images for Disaster Monitoring. Sensors, 17(11), 2017 [ BibTeX | DiVA | PDF ] |
| [21] | F. Klügl and S. Timpf. Approaching Interactions in Agent-Based Modelling with an Affordance Perspective. In Autonomous Agents and Multiagent Systems : AAMAS 2017 Workshops, Best Papers, São Paulo, Brazil, May 8-12, 2017, Revised Selected Papers, pages 222-238, 2017 [ BibTeX | DiVA ] |
| [22] | M. Alirezaie, A. Kiselev, F. Klügl, M. Längkvist and A. Loutfi. Exploiting Context and Semantics for UAV Path-finding in an Urban Setting. In Proceedings of the 1st International Workshop on Application of Semantic Web technologies in Robotics (AnSWeR 2017), Portoroz, Slovenia, May 29th, 2017, pages 11-20, 2017 [ BibTeX | DiVA | PDF ] |
| [23] | P. Davidsson, F. Klügl and H. Verhagen. Simulation of Complex Systems. In Springer Handbook of Model-Based Science, pages 783-797, 2017 [ BibTeX | DiVA ] |
| [24] | P. O. Siebers and F. Klügl. What Software Engineering Has to Offer to Agent-Based Social Simulation. In Simulating Social Complexity : A Handbook, pages 81-117, 2017 [ BibTeX | DiVA ] |
| [25] | C. Marmaras, E. Xydas, L. M. Cipcigan, O. Rana and F. Klügl. Electric Vehicles in road transport and electric power networks. In Autonomic Road Transport Support Systems, pages 233-252, 2016 [ BibTeX | DiVA ] |
| [26] | J. Nilsson and F. Klügl. Human-in-the-Loop Simulation of a Virtual Classroom. In Multi-Agent Systems and Agreement Technologies : 13th European Conference, EUMAS 2015, and Third International Conference, AT 2015, Athens, Greece, December 17-18, 2015, Revised Selected Papers, 9571(9571):379-394, 2016 [ BibTeX | DiVA ] |
| [27] | M. Alirezaie, F. Klügl and A. Loutfi. Knowing without telling : integrating sensing and mapping for creating an artificial companion. In Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, pages 11:1-11:4, 2016 [ BibTeX | DiVA ] |
| [28] | F. Klügl. Using the affordance concept for model design in agent-based simulation. Annals of Mathematics and Artificial Intelligence, 78(1):21-44, 2016 [ BibTeX | DiVA | PDF ] |
| [29] | F. Klügl. Affordance-Based Interaction Design for Agent-Based Simulation Models. In Multi-Agent Systems (EUMAS 2014), 8953(8953):51-66, 2015 [ BibTeX | DiVA ] |
| [30] | C. Carrascosa, F. Klügl, A. Ricci and O. Boissier. From Physical to Virtual : Widening the Perspective on Multi-Agent Environments. In Agent Environments for Multi-Agent Systems IV, pages 133-146, 2015 [ BibTeX | DiVA ] |
| [31] | M. Vasirani, F. Klügl, E. Camponogara and H. Hattori. Special issue on intelligent agents in traffic and transportation. Journal of Intelligent Transportation Systems / Taylor & Francis, 19(1):1-2, 2015 [ BibTeX | DiVA ] |
| [32] | A. L. C. Bazzan and F. Klügl. A review on agent-based technology for traffic and transportation. Knowledge engineering review (Print), 29(3):375-403, 2014 [ BibTeX | DiVA ] |
| [33] | C. Carrascosa, F. Klügl and A. Ricci. Virtual Environments 4 MAS. In E4MAS - 10 Years Later. Workshop at AAMAS 2014 2014 [ BibTeX | DiVA ] |
| [34] | F. Klügl and P. Davidsson. AMASON: Abstract Meta-model for Agent-based SimulatiON. In Multiagent System Technologies : 11th German Conference, MATES 2013, Koblenz, Germany, September 16-20, 2013. Proceedings, pages 101-114, 2013 [ BibTeX | DiVA ] |
| [35] | F. Klügl. Engineering agent-based simulation models?. In Agent-oriented software engineering XIII : revised selected papers, pages 179-196, 2013 [ BibTeX | DiVA ] |
| [36] | A. L. Bazzan and F. Klügl. Introduction to Intelligent Systems in Traffic and Transportation. , pages 137, 2013 [ BibTeX | DiVA ] |
| [37] | R. Junges and F. Klügl. Learning Agent Models in SeSAm : (Demonstration). In Proceedings of the 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2013), pages 1373-1374, 2013 [ BibTeX | DiVA | PDF ] |
| [38] | R. Junges and F. Klügl. Learning Tools for Agent-based Modeling and Simulation. Künstliche Intelligenz, 27(3):273-280, 2013 [ BibTeX | DiVA ] |
| [39] | F. Klügl. Multi-Agenten-Systeme. In Handbuch der Künstlichen Intelligenz, pages 999-1007, 2013 [ BibTeX | DiVA ] |
| [40] | A. Louloudi and F. Klügl. Visualisation on demand for agent-based simulation. In Cognitive agents for virtual environments : First International Workshop, CAVE 2012, Held at AAMAS 2012, Valencia, Spain, June 4, 2012, Revised Selected Papers, pages 106-119, 2013 [ BibTeX | DiVA ] |
| [41] | A. Louloudi and F. Klügl. A new framework for coupling agent-based simulation and immersive visualisation. In Proceedings of the 26th European Conference on Modelling and Simulation (ECMS), pages 51-57, 2012 [ BibTeX | DiVA ] |
| [42] | F. Klügl and A. L. Bazzan. Agent-based modeling and simulation. The AI Magazine, 33(3):29-40, 2012 [ BibTeX | DiVA ] |
| [43] | R. Junges and F. Klügl. Behavior abstraction robustness in agent modeling. In Web Intelligence and Intelligent Agent Technology (WIIAT), pages 228-235, 2012 [ BibTeX | DiVA ] |
| [44] | R. Junges and F. Klügl. Behavior modeling from learning agents : sensitivity to objective function details. In Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012) : volume 3, pages 1335-1336, 2012 [ BibTeX | DiVA ] |
| [45] | R. Junges and F. Klügl. Generating inspiration for agent design by reinforcement learning. Information and Software Technology, 54(6):639-649, 2012 [ BibTeX | DiVA ] |
| [46] | R. Junges and F. Klügl. How to design agent-based simulation models using agent learning. In Winter Simulation Conference Proceedings, pages 1-10, 2012 [ BibTeX | DiVA | PDF ] |
| [47] | A. Louloudi and F. Klügl. Immersive face validation : a new validation technique for agent-based simulation. , pages 1255-1260, 2012 [ BibTeX | DiVA ] |
| [48] | R. Junges and F. Klügl. Programming agent behavior by learning in simulation models. Applied Artificial Intelligence, 26(4):349-375, 2012 [ BibTeX | DiVA ] |
| [49] | A. Lopez-Paredes, B. Edmonds and F. Klügl. Special issue : Agent based simulation of complex social systems. Simulation (San Diego, Calif.), 88(1):4-6, 2012 [ BibTeX | DiVA ] |
| [50] | F. Klügl and G. Rindsfüser. Agent-based route (and mode) choice simulation in real-world networks. In 2011 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), pages 22-29, 2011 [ BibTeX | DiVA ] |
| [51] | R. Junges and F. Klügl. Evolution for modeling : a genetic programming framework for SeSAm. In GECCO '11 : Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, pages 551-558, 2011 [ BibTeX | DiVA ] |
| [52] | R. Junges and F. Klügl. Modeling agent behavior through online evolutionary and reinforcement learning. In Federated Conference on Computer Science and Information Systems (FedCSIS), 2011, pages 643-650, 2011 [ BibTeX | DiVA ] |
| [53] | F. Klügl and C. Bernon. Self-Adaptive Agents for Debugging Multi-Agent Simulations. In Proc. of the 3rd ADAPTIVE 2011 : The Third International Conference on Adaptive and Self-Adaptive Systems and Applications, pages 79-84, 2011 [ BibTeX | DiVA | PDF ] |
| [54] | A. Louloudi and F. Klügl. Towards a generic connection between agent behaviour and visualisation. 2011 [ BibTeX | DiVA ] |
| [55] | A. Louloudi and F. Klügl. Visualizing agent-based simulation dynamics in a CAVE : issues and architectures. In 2011 Federated Conference on Computer Science and Information Systems (FedCSIS), pages 651-658, 2011 [ BibTeX | DiVA ] |
| [56] | F. Klügl, A. L. C. Bazzan and S. Ossowski. Agents in traffic and transportation Preface. Transportation Research Part C: Emerging Technologies, 18(1):69-70, 2010 [ BibTeX | DiVA ] |
| [57] | R. Junges and F. Klügl. Evaluation of techniques for a learning-driven modeling methodology in multiagent simulation. In Multiagent system technologies, pages 185-196, 2010 [ BibTeX | DiVA ] |
| [58] | R. Junges and F. Klügl. Generating inspiration for multi-agent simulation design by Q-Learning. In MALLOW-2010 : proceedings of the multi-agent logics, languages, and organisations federated workshops 2010, pages 508-515, 2010 [ BibTeX | DiVA ] |
| [59] | R. Junges and F. Klügl. Learning convergence and agent behavior interpretation for designing agent-based simulations. 2010 [ BibTeX | DiVA ] |
| [60] | B. S. Onggo, L. Yilmaz, F. Klügl, T. Terano and C. M. MacAl. Credible Agent-Based Simulation : An Illusion or only A Step Away. In Proceedings : Winter Simulation Conference, pages 273-284, 2019 [ BibTeX | DiVA ] |
| [61] | C. Triebig and F. Klügl. Elements of a documentation framework for agent-based simulation models. Cybernetics and systems, 40(5):441-474, 2009 [ BibTeX | DiVA ] |
| [62] | F. Klügl. SeSAm : visual programming and participatory simulation for agent-based models. In Multi-agent systems : simulation and applications, pages 477-508, 2009 [ BibTeX | DiVA ] |
| [63] | F. Klügl and L. Karlsson. Towards Pattern-Oriented Design of Agent-Based Simulation Models. In MULTI-AGENT SYSTEM TECHNOLOGIES, PROCEEDINGS, pages 41-53, 2009 [ BibTeX | DiVA ] |
| [64] | R. Hatko and F. Klügl. A distributed simulation engine for a time-driven multi-agent simulation. In Summer computer simulation conference (SCSC), ADS track, pages 38-45, 2008 [ BibTeX | DiVA ] |
| [65] | F. Klügl. A validation methodology for agent-based simulations. In SAC '08 : Proceedings of the 2008 ACM symposium on applied computing (SAC), pages 39-43, 2008 [ BibTeX | DiVA ] |
| [66] | F. Klügl, R. Hatko and M. V. Butz. Agent learning instead of behavior implementation for simulations : a case study using classifier systems. In Multiagent System Technologies, pages 111-122, 2008 [ BibTeX | DiVA ] |
| [67] | C. Triebig and F. Klügl. Elements of an appropriate documentation framework for agent-based simulation models. 2008 [ BibTeX | DiVA ] |
| [68] | F. Klügl. Measuring complexity of agent-based simulation : an attempt using metrics. In Languages, methodologies and development tools for multi-agent systems : Revised selected and invited papers, pages 123-138, 2008 [ BibTeX | DiVA ] |
| [69] | C. Triebig and F. Klügl. Refactoring of agent-based simulation models. In Multikonferenz Wirtschaftsinformatik, MKWI 2008 : special track: multi-agent systems as middleware and architectures for business systems, pages 1421-1430, 2008 [ BibTeX | DiVA ] |
| [70] | A. L. C. Bazzan and F. Klügl. Re-routing agents in an abstract traffic scenario. In Advances in artificial intelligence : SBIA 2008, pages 63-72, 2008 [ BibTeX | DiVA ] |
| [71] | S. Timpf and F. Klügl. Räumliche Mobilität und KI. Künstliche Intelligenz, pages 5-7, 2008 [ BibTeX | DiVA ] |
| [72] | A. L. C. Bazzan, D. de Oliveira, F. Klügl and K. Nagel. To adapt or not to adapt : consequences of adapting driver and traffic light agents. In Adaptive agents and multi-agent systems III : adaptation and multi-agent learning : 5th, 6th, and 7th European Symposium,ALAMAS 2005-2007on Adaptive and Learning Agents and Multi-Agent Systems : revised selected papers, pages 1-14, 2008 [ BibTeX | DiVA ] |
| [73] | F. Klügl, G. Klubertanz and G. Rindsfüser. Agent-based pedestrian simulation of train evacuation integrating environmental data. In KI 2009 : advances in artificial intelligence, pages 631-638, 2009 [ BibTeX | DiVA ] |